v1v2 (latest)

Large Margin Deep Networks for Classification

Neural Information Processing Systems (NeurIPS), 2018

15 March 2018

Gamaleldin F. Elsayed

Papers citing "Large Margin Deep Networks for Classification"

50 / 167 papers shown

Title
Why neural networks find simple solutions: the many regularizers of geometric complexityNeural Information Processing Systems (NeurIPS), 2022 Benoit Dherin Michael Munn M. Rosca David Barrett 288 42 0 27 Sep 2022
Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term MemoryMeasurement science and technology (Meas. Sci. Technol.), 2022 Yupei Zhang X. Dai Zhen Tian Y. Lei Jacob F. Wynne P. Patel Yue Chen Tian Liu Xiaofeng Yang MedIm 98 15 0 14 Sep 2022
Information Maximization for Extreme Pose Face Recognition Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Sobhan Soleymani Moktari Mostofa Nasser M. Nasrabadi CVBM 104 5 0 07 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive LearningInternational Conference on Learning Representations (ICLR), 2022 Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 231 63 0 30 Aug 2022
Mere Contrastive Learning for Cross-Domain Sentiment AnalysisInternational Conference on Computational Linguistics (COLING), 2022 Yun Luo Fang Guo Zihan Liu Yue Zhang 131 18 0 18 Aug 2022
Task Agnostic Representation Consolidation: a Self-supervised based Continual Learning Approach Prashant Shivaram Bhat Bahram Zonooz Elahe Arani SSL CLL 151 15 0 13 Jul 2022
Learning Towards the Largest MarginsInternational Conference on Learning Representations (ICLR), 2022 Xiong Zhou Xianming Liu Deming Zhai Junjun Jiang Xin Gao Xiangyang Ji 137 12 0 23 Jun 2022
Semantic-Discriminative Mixup for Generalizable Sensor-based Cross-domain Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022 Wang Lu Yongfeng Zhang Yiqiang Chen Sinno Jialin Pan Chunyu Hu Xin Qin 169 59 0 14 Jun 2022
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 359 101 0 08 Jun 2022
Investigating Generalization by Controlling Normalized MarginInternational Conference on Machine Learning (ICML), 2022 Alexander R. Farhang Jeremy Bernstein Kushal Tirumala Yang Liu Yisong Yue 189 6 0 08 May 2022
Deep Learning Generalization, Extrapolation, and Over-parameterization Roozbeh Yousefzadeh 79 1 0 19 Mar 2022
Two-Level Supervised Contrastive Learning for Response Selection in Multi-Turn Dialogue Wentao Zhang Shuangyin Xu Haoran Huang 115 2 0 01 Mar 2022
Improving Generalization via Uncertainty Driven Perturbations Matteo Pagliardini Gilberto Manunza Martin Jaggi Sai Li Tatjana Chavdarova AAML AI4CE 194 4 0 11 Feb 2022
Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data Yaoqing Yang Ryan Theisen Liam Hodgkinson Joseph E. Gonzalez Kannan Ramchandran Charles H. Martin Michael W. Mahoney 310 20 0 06 Feb 2022
Decision boundaries and convex hulls in the feature space that deep learning functions learn from images Roozbeh Yousefzadeh FAtt 248 5 0 05 Feb 2022
Nearest Class-Center Simplification through Intermediate Layers Ido Ben-Shaul S. Dekel 235 28 0 21 Jan 2022
Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation Qianben Chen Richong Zhang Yaowei Zheng Yongyi Mao SSL 117 81 0 21 Jan 2022
Hyperplane bounds for neural feature mappings Antonio Jimeno Yepes 68 2 0 15 Jan 2022
Pretrained Language Models for Text Generation: A SurveyACM Computing Surveys (ACM CSUR), 2022 Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 482 245 0 14 Jan 2022
Margin Calibration for Long-Tailed Visual Recognition Yidong Wang Bowen Zhang Wenxin Hou Zhen Wu Yongfeng Zhang T. Shinozaki MQ 223 32 0 14 Dec 2021
Understanding Square Loss in Training Overparametrized Neural Network Classifiers Tianyang Hu Jun Wang Wei Cao Zhenguo Li UQCV AAML 206 20 0 07 Dec 2021
Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models Roozbeh Yousefzadeh J. Mollick 138 6 0 06 Dec 2021
The Geometric Occam's Razor Implicit in Deep Learning Benoit Dherin Micheal Munn David Barrett 189 7 0 30 Nov 2021
Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive LearningInterspeech (Interspeech), 2021 Yuntao Li Can Xu Huang Hu Lei Sha Yan Zhang Daxin Jiang 145 12 0 19 Nov 2021
Test time Adaptation through Perturbation Robustness Prabhu Teja Sivaprasad Franccois Fleuret TTA OOD 116 43 0 19 Oct 2021
Well-classified Examples are Underestimated in Classification with Deep Neural Networks Guangxiang Zhao Wenkai Yang Xuancheng Ren Lei Li Hao Sun Xu Sun 224 15 0 13 Oct 2021
Pairwise Margin Maximization for Deep Neural NetworksInternational Conference on Machine Learning and Applications (ICMLA), 2021 Berry Weinstein Shai Fine Y. Hel-Or 88 0 0 09 Oct 2021
Noisy Feature Mixup Soon Hoe Lim N. Benjamin Erichson Francisco Utrera Winnie Xu Michael W. Mahoney AAML 314 39 0 05 Oct 2021
Bridged Adversarial TrainingNeural Networks (NN), 2021 Hoki Kim Woojin Lee Sungyoon Lee Jaewook Lee AAML GAN 115 10 0 25 Aug 2021
OODformer: Out-Of-Distribution Detection TransformerBritish Machine Vision Conference (BMVC), 2021 Rajat Koner Poulami Sinhamahapatra Karsten Roscher Stephan Günnemann Volker Tresp ViT 100 41 0 19 Jul 2021
Contrast R-CNN for Continual Learning in Object Detection Kai Zheng Cen Chen CLL ObjD 127 2 0 11 Jul 2021
Identifying Layers Susceptible to Adversarial Attacks Shoaib Ahmed Siddiqui Thomas Breuel AAML 172 3 0 10 Jul 2021
Semi-TCL: Semi-Supervised Track Contrastive Representation Learning Wei Li Yuanjun Xiong Shuo Yang Mingze Xu Yongxin Wang Wei Xia 158 53 0 06 Jul 2021
Self-Contrastive Learning: Single-viewed Supervised Contrastive Framework using Sub-networkAAAI Conference on Artificial Intelligence (AAAI), 2021 Sangmin Bae Sungnyun Kim Jongwoo Ko Gihun Lee SeungJong Noh Se-Young Yun SSL 412 9 0 29 Jun 2021
Attack Transferability Characterization for Adversarially Robust Multi-label Classification Zhuo Yang Yufei Han Xiangliang Zhang AAML 140 5 0 29 Jun 2021
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling Di Jin Seokhwan Kim Dilek Z. Hakkani-Tür 107 14 0 16 Jun 2021
Measuring Generalization with Optimal TransportNeural Information Processing Systems (NeurIPS), 2021 Ching-Yao Chuang Youssef Mroueh Kristjan Greenewald Antonio Torralba Stefanie Jegelka OT 128 30 0 07 Jun 2021
Less is more: Selecting informative and diverse subsets with balancing constraints Srikumar Ramalingam Daniel Glasner Kaushal Patel R. Vemulapalli Sadeep Jayasumana Sanjiv Kumar 140 6 0 26 Apr 2021
Direction-Aggregated Attack for Transferable Adversarial ExamplesACM Journal on Emerging Technologies in Computing Systems (JETC), 2021 Tianjin Huang Vlado Menkovski Yulong Pei Yuhao Wang Mykola Pechenizkiy AAML 120 16 0 19 Apr 2021
Estimating the Generalization in Deep Neural Networks via Sparsity Yang Zhao Hao Zhang 179 2 0 02 Apr 2021
Recent Advances in Large Margin LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yiwen Guo Changshui Zhang AAML AI4CE 260 18 0 25 Mar 2021
FSCE: Few-Shot Object Detection via Contrastive Proposal EncodingComputer Vision and Pattern Recognition (CVPR), 2021 Bo Sun Banghuai Li Shengcai Cai Ye Yuan Fangqiu Yi 272 477 0 10 Mar 2021
SoundCLR: Contrastive Learning of Representations For Improved Environmental Sound Classification Alireza Nasiri Jianjun Hu 115 21 0 02 Mar 2021
Federated Learning without Revealing the Decision Boundaries Roozbeh Yousefzadeh FedML 78 0 0 01 Mar 2021
Sparsity in long-time control of neural ODEs C. Yagüe Borjan Geshkovski 227 9 0 26 Feb 2021
Consistent Non-Parametric Methods for Maximizing RobustnessNeural Information Processing Systems (NeurIPS), 2021 Robi Bhattacharjee Kamalika Chaudhuri AAML 207 8 0 18 Feb 2021
Bridging the Gap Between Adversarial Robustness and Optimization Bias Fartash Faghri Sven Gowal C. N. Vasconcelos David J. Fleet Fabian Pedregosa Nicolas Le Roux AAML 371 8 0 17 Feb 2021
Deep Learning Generalization and the Convex Hull of Training Sets Roozbeh Yousefzadeh 128 20 0 25 Jan 2021
A Comprehensive Evaluation Framework for Deep Model RobustnessPattern Recognition (Pattern Recogn.), 2021 Jun Guo Wei Bao Jinyang Guo Yuqing Ma Xing Gao Gang Xiao Aishan Liu Zehao Zhao Xianglong Liu Wenjun Wu AAML ELM 166 80 0 24 Jan 2021
Label Contrastive Coding based Graph Neural Network for Graph ClassificationInternational Conference on Database Systems for Advanced Applications (DASFAA), 2021 Yuxiang Ren Jiyang Bai Jiawei Zhang 121 30 0 14 Jan 2021